Certainly, happens all over the planet. OTOH, it could be somebody buried a barrel of oily waste some years back.
If you don't own the mineral rights you could wind up with a drilling rig in the back yard.
Suggest you trade the SUV for a diesel....will run on raw oil with some modifications.